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Author

Shashidhara B

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Review Open access 2018

A Study on Diabetic Retinopathy Classification using Deep Learning Technique

Diabetic Retinopathy (DR) is a prevalent complication of diabetes mellitus, leading to retinal lesions that can cause vision impairment and even blindness if left undetected. The prevalence of diabetes worldwide has witnessed a significant increase in recent years, affecting individuals across all age groups. Early det...

H. Manjunatha, Shashidhara B · 0 citations
2026

Enhancement of Low Resolution Natural Images Using Deep Learning Based Super Resolution Techniques

A hybrid CNN Transformer GAN framework for natural image super resolution is proposed, expected to improve edge sharpness, preserve structural details, reduce visual artefacts, and generate natural looking high-resolution outputs compared with conventional CNN and GAN based approaches.

Shashidhara B · 0 citations

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